cristinalunaj/coversongs-dual-convnet

Deep learning model trained to automatically identify cover songs using siamese convnets and tied together with a fully-connected sofmax.

Detecting Cover Songs with Siamese Convnets

Deep learning model in python and tensorflow trained to automatically identify cover songs. Simple 4-layer siamese convnet with an added affine layer on the output. Precision of 65% shows that the dataset can be framed this way. Data augmentation, soft attention and triplet architecture planned for future work.

Dataset is the secondhand songs set, which is a subset of the million song dataset.